Don’t Use K-fold Validation for Time Series Forecasting
How to perform temporal cross validation with sktime in python
Published in
5 min readJul 21, 2021
Cross validation is a useful procedure to help select optimal hyperparameters for a machine learning model. It is especially useful for smaller datasets, where there is not enough data to create representative train, validation, and test sets. Simply stated, cross…